Skip to main content

Posts

Head First Deep Learning!

 Hello and welcome back to the CosmoTechno : The Universe Of Technology! In today's blog we are going to understand what Deep Learning is........ Nowadays, Deep Learning is one of the best hot and emerging technology, where lots of research is going on. If you are a newbie to this technology then this blog is right place for you to understand what is it! And if you already aware about Deep Learning, then also you will get some better insights. So what are we waiting for let's get started. Deep Learning is one of the most important subpart of Machine Learning which is again the subpart of Artificial Intelligence. D eep Learning technology is inspired by structure of human brain which is also called as Artificial Neural Network . Structure of Neural Network is almost similar to the Neural Networks present in human brain. Let's try to get some better intuition about the this! Above image depicts a single neuron in human brain. If we try to relate a single node of ...

Let's Get Into Machine Learning

     Hello and welcome back to the CosmoTechno - Dive Deep Into The Cosmos Of Technology! So get ready for diving deep into the cosmos of Machine Learning today. You might have been heard about this buzzword everywhere, but not really sure about what is it. Hold On! you don't have to worry about this as this blog will help you to get a valuable insight of Machine Learning. Before starting with any discussion let's have a look at the technical term of Machine Learning, Arthur Samuel says, "Machine Learning is field of study that gives computers the ability to learn without being explicitly programmed." If I rephrase the above definition it will be something like, feeding lots of experience to the machine so that it will come up with a strategy to solve a particular problem. Here experience is in the form of data which can be a text, images, videos, etc. On the basis of this data we provide there are four types of Machine Learning:        ...

Introduction To Natural Language Processing

Human beings are the most intelligent as well as advance species on earth and the significant reason behind this success is "Power of Communication". Now this communication occurs there in whole world in the form of languages, about 65,000 different languages exist there in world. And this leads us to develop a new field in Artificial Intelligence naming Natural Language Processing(NLP). So stay tuned to understand more about  NLP There are huge amount of data available out there in structured as well as unstructured format. According to industrial reports, there is only approx 21% of data is structured. The structured data is in the form of speech, texts, etc,. Messages often produced on social medias like Facebook, WhatsApp is highly unstructured in nature.   So in order to get powerful and informative insights from this data Text Mining and NLP comes into account. Text Mining:   Text Mining or Text Analytics is nothing but a process of deriving a not only mea...